Tensorflow 安装

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  • 参考Github Tensorflow Setup
  • sudo apt-get install python-pip python-dev
  • sudo pip install –upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.8.0-cp27-none-linux_x86_64.whl
  • 测试运行(注意,不要在git clone 后在Tensorflow的目录里进行如下实验,参考Error running basic tensorflow example)
    • python
    • import tensorflow as tf
    • hello = tf.constant(“Hello, TensorFlow!”)
    • sess = tf.Session()
    • print sess.run(hello)
    • a = tf.constant(10)
    • b = tfconstant(32)
    • print sess.run(a+b)
  • 安装jupyter
    • sudo pip3 install jupyter,也可以使用pip2,取决与/local/usr/bin中pip的版本
    • sudo apt-get install build-essential python3-dev
    • 运行jupyter notebook
    • 参考https://jupyter.readthedocs.io/en/latest/install.html
  • 安装tdb
    • 用ipython运行下面脚本
      import notebook.nbextensions
      import urllib
      import zipfile
      SOURCE_URL = 'https://github.com/ericjang/tdb/releases/download/tdb_ext_v0.1/tdb_ext.zip'
      urllib.urlretrieve(SOURCE_URL, 'tdb_ext.zip')
      with zipfile.ZipFile('tdb_ext.zip', "r") as z:
      z.extractall("")
      notebook.nbextensions.install_nbextension('tdb_ext',user=True)

      由于使用了python3,可能出现如下错误:AttributeError: ‘module’ object has no attribute ‘urlretrieve’,则将urllib.urlretrieve(SOURCE_URL, ‘tdb_ext.zip’)改为urllib.request.urlretrieve(SOURCE_URL, ‘tdb_ext.zip’)
    • sudo pip install tfdebugger
    • sudo apt-get install python-matplotlib
    • git clone https://github.com/ericjang/tdb
    • 打开jupyter notebook即可运行
    • 参考:https://github.com/ericjang/tdb
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